Embedding Knowledge Graphs with RDF2vec Hardback
by Heiko Paulheim, Petar Ristoski, Jan Portisch
Part of the Synthesis Lectures on Data, Semantics, and Knowledge series
Hardback
- Information
Description
This book explains the ideas behind one of the most well-known methods for knowledge graph embedding of transformations to compute vector representations from a graph, known as RDF2vec.
The authors describe its usage in practice, from reusing pre-trained knowledge graph embeddings to training tailored vectors for a knowledge graph at hand.
They also demonstrate different extensions of RDF2vec and how they affect not only the downstream performance, but also the expressivity of the resulting vector representation, and analyze the resulting vector spaces and the semantic properties they encode.
Information
-
Out of StockMore expected soonContact us for further information
- Format:Hardback
- Pages:158 pages, 27 Illustrations, color; 16 Illustrations, black and white; IX, 158 p. 43 illus., 27 illu
- Publisher:Springer International Publishing AG
- Publication Date:04/06/2023
- Category:
- ISBN:9783031303869
Other Formats
- Paperback / softback from £30.12
- EPUB from £33.99
Information
-
Out of StockMore expected soonContact us for further information
- Format:Hardback
- Pages:158 pages, 27 Illustrations, color; 16 Illustrations, black and white; IX, 158 p. 43 illus., 27 illu
- Publisher:Springer International Publishing AG
- Publication Date:04/06/2023
- Category:
- ISBN:9783031303869